He glared at his father, the man who had always been a source of strength and comfort. Now, he was a stranger. He was selling the old, wooden rocking horse, the horse that had been in the family for generations. His father’s words hung in the air: “We need the space.”

His chest tightened, and he felt a knot form in his stomach. The space, the space? The horse wasn't just a toy; it was a symbol of childhood, of laughter, of his connection to his father.

He wanted to argue, to plead, to beg. He clenched and unclenched his fists, struggling to maintain control. He felt a wave of impotent rage wash over him, leaving him feeling utterly, completely deflated. The world seemed to tilt.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253